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From Code Generator to Production System: Why AI Agents Require Rigorous Engineering, Observability, and State Management

Originally published on tamiz.pro . The initial euphoria surrounding Large Language Models (LLMs) was largely driven by their ability to generate code…

aimachinelearningcode
Dev.to Aug 1, 2026, 12:05 UTC
EN

CamBridge: giving the iOS Simulator a real, moving camera image

The problem Neither the iOS Simulator nor the Android Emulator has real camera hardware. If you're building anything that touches AVCaptureSession — a…

iosopensourceswiftcode
Dev.to Jul 30, 2026, 22:46 UTC
EN

JWT Authentication in Node.js - A Complete Beginner Guide With Code

When I first tried to understand JWT authentication, every article I found either assumed I already knew what a token was or buried the actual impleme…

fullstacknodeaicode
Dev.to Jul 28, 2026, 06:54 UTC
EN

Don't Wait. Fork It.

Nobody has ever asked you to upstream your dotfiles. For thirty years that was the deal with every tool we touched: if you didn't like it, you changed…

aiopensourcecodedevelopertools
Dev.to Jul 26, 2026, 12:26 UTC
EN

Computers Finally Care About Code

Everyone's convinced that AI has made code disposable. They've got it exactly backwards: for the first time, computers actually depend on it. A few mo…

aicodearchitectureprogramming
Dev.to Jul 20, 2026, 17:00 UTC
EN

The Best Way to Approach Code Reviews

For many software engineers, code reviews are simply the final checkpoint before merging code. For senior engineers, they're much more than that. A gr…

codewebdevgithubreviews
Dev.to Jul 19, 2026, 05:59 UTC
EN

You're not as smart as you think you are

Nobody sets out to ship a SQL injection. Nobody opens their editor thinking "today I'll hardcode a secret." It happens because, in the moment, you wer…

aicodeanalyticsvscode
Dev.to Jul 14, 2026, 13:44 UTC
EN

Vertical Layout Considerations

Prologue A while ago, I decided to develop a fully accessible main navigation component in React and write a series of articles documenting the steps …

reactfrontenda11ycode
Dev.to Jun 30, 2026, 12:30 UTC
EN

RAG Pipeline: Complete Node.js Implementation Guide

Build production RAG systems in Node.js - Know where it breaks, why it works, and when to use it Introduction: Why Node.js for RAG? 👦 Nephew: Uncle, w…

airagprogrammingcode
Dev.to Jun 20, 2026, 10:27 UTC
EN

When Your Codebase Starts Slowing You Down...

Every developer knows the feeling. You open a ticket that looks simple. A small change. Maybe one endpoint, one validation rule, one extra field. Then…

codecodequalitytechnicaldebtai
Dev.to Jun 18, 2026, 07:26 UTC
EN

What Does "Code Accuracy" Mean When AI Builds Your App?

When a non-technical founder asks whether an AI app builder produces "accurate" code, they usually mean one thing: does it run without crashing? That …

codeaidevelopmentmobile
Dev.to Jun 17, 2026, 01:53 UTC
EN

Working With AI: What Actually Works For Me

I think a lot of people still imagine AI coding as opening ChatGPT, asking for code, and copy-pasting the result. That's not really how I work anymore…

codereviewarchitectureagentscode
Dev.to Jun 16, 2026, 15:36 UTC
EN

Testing Discipline: A Beginner's Guide

Image by upklyak on Magnific Run an application. Click a few buttons. If the terminal doesn't have errors, then everything is working. Right? What's t…

tddtestingcodeproductivity
Dev.to Jun 1, 2026, 12:45 UTC
EN

Beyond the Hustle: A Technical Professional's Guide to Recognizing Burnout

The image of the dedicated developer is... well, a lot of images. Often it's romanticized - hunched over a glowing screen, fueled by caffeine, relentl…

buildingworkfeelingcode
Dev.to May 20, 2026, 12:40 UTC
EN

Code Story: Building a Custom LangChain 0.30 Agent for Jira Ticket Automation

In 2024, the average backend engineer spends 14.2 hours per week on Jira ticket triage, status updates, and mindless administrative toil—time that sho…

codestorybuildingcustom
Dev.to May 6, 2026, 06:35 UTC
EN

Code Story: We Offered 30% Higher Salaries and Cut Churn 50%: A 2026 HR Retrospective

In Q1 2026, our 120-person engineering org increased base salaries by 30% across all IC levels, and by year-end, voluntary dev churn dropped from 24% …

codestoryofferedhigher
Dev.to May 5, 2026, 00:13 UTC

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